Dynamical system prediction on IRMA
0.0001MSEGRU
Evaluation Results
| Method | Links | |
|---|---|---|
| GRUSteps=200, Context=+Ctx2026.06 | 0.0001 | |
| AFT+Re-encoding DynamicSteps=2002026.06 | 0.0001 | |
| AFT+Re-encoding DynamicSteps=5002026.06 | 0.0001 | |
| AFT+Re-encoding PeriodicSteps=2002026.06 | 0.0002 | |
| GRUSteps=500, Context=+Ctx2026.06 | 0.0003 | |
| AFT+Re-encoding DynamicSteps=10002026.06 | 0.0003 | |
| Koopman AFTSteps=2002026.06 | 0.0004 | |
| AFT+Re-encoding PeriodicSteps=5002026.06 | 0.0004 | |
| GRUSteps=1000, Context=+Ctx2026.06 | 0.0004 | |
| AFT+Re-encoding PeriodicSteps=10002026.06 | 0.0008 | |
| Koopman AFTSteps=5002026.06 | 0.0009 | |
| Koopman AFTSteps=10002026.06 | 0.0012 | |
| GRUSteps=1000, Context=Init2026.06 | 0.0044 | |
| GRUSteps=500, Context=Init2026.06 | 0.0076 | |
| TransformerSteps=200, Context=+Ctx2026.06 | 0.0091 | |
| GRUSteps=200, Context=Init2026.06 | 0.0102 | |
| TransformerSteps=200, Context=Init2026.06 | 0.0109 | |
| Koopman AESteps=2002026.06 | 0.0171 | |
| TransformerSteps=500, Context=+Ctx2026.06 | 0.0202 | |
| TransformerSteps=1000, Context=+Ctx2026.06 | 0.0251 | |
| TransformerSteps=500, Context=Init2026.06 | 0.0404 | |
| TransformerSteps=1000, Context=Init2026.06 | 0.0495 | |
| Koopman AESteps=5002026.06 | 0.0935 | |
| Koopman AESteps=10002026.06 | 10.1847 |